SubMIT Users Meeting - operated by Physics Basic Computing Services

Tuesday 5 May 2026, 10:00 → 11:00 America/New_York

26-414 (Kolker room) (MIT)

The SubMIT analysis facility is for anyone in the Physics Department and is a set of servers that provide interactive access to substantial storage at high speeds, enabling sophisticated data analyses with very fast turnaround times. Additionally, it seamlessly integrates massive processing resources for large-scale tasks by connecting to a set of powerful batch processing systems.

More information about SubMIT: https://submit.mit.edu/

Zoom Link:  https://mit.zoom.us/j/95199329363

10:00 → 10:05 Refreshments

10:05 → 10:20 SubMIT Overview & News

Speaker: David Walter (Massachusetts Institute of Technology)

10:20 → 10:30 User Group Representatives Roundtable & Open Discussion

Speakers: Amer Al-Hiyasat (MIT), Hans Moritz Guenther (Massachusetts Institute of Technology), Jordan Lang (Massachusetts Institute of Technology), Jose Miguel Munoz Arias (Massachusetts Institute of Technology), Josu Aurrekoetxea (Massachusetts Institute of Technology), Luke Kim (student@mit.edu)

10:30 → 10:50 An integrated neural wavefunction solver for spinful Fermi systems

Alexander Avdoshkin is a member of the SubMIT project team and a theoretical physicist working on quantum many-body systems, condensed matter, and machine learning methods for physics. He focuses on computational approaches to strongly correlated quantum systems and neural-network-based wavefunctions.

He will present recent work done using SubMIT, introducing a machine-learning-based framework to study interacting fermionic systems with spin. The method combines variational Monte Carlo with transformer-based neural networks to efficiently model complex quantum states with both spatial and spin degrees of freedom, enabling applications to systems such as electron gases and quantum magnets.

Speaker: Alexander Avdoshkin (MIT)

10:50 → 11:00 Followup Discussion